Mr. Luo Hai Profile

Luo Hai

at Univ of Science and Technology of China

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Proceedings Article | 30 October 2009 Paper

A frequency domain based rigid motion artifact reduction algorithm

Hai Luo, Xiaojie Huang, Wenyu Pan, Heqin Zhou

Proceedings Volume 7497, 74972K (2009) https://doi.org/10.1117/12.832528

KEYWORDS: Motion estimation, Fourier transforms, Image quality, Numerical simulations, X-ray sources, Computed tomography, Head, Data acquisition, X-ray computed tomography, Sensors

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During a CT scan, patients' conscious or unconscious motions would result in motion artifacts which undermine the image quality and hamper doctors' accurate diagnosis and therapy. It is desirable to develop a precise motion estimation and artifact reduction method in order to produce high-resolution images. Rigid motion can be decomposed into two components: translational motion and rotational motion. Since considering the rotation and translation simultaneously is very difficult, most former studies on motion artifact reduction ignore rotation. The extended HLCC based method considering the rotation and translation simultaneously relies on a searching algorithm which leads to expensive computing cost. Therefore, a novel method which does not rely on searching is desirable. In this paper, we focus on parallel-beam CT. We first propose a frequency domain based method to estimate rotational motion, which is not affected by translational motion. It realizes the separation of rotation estimation and translation estimation. Then we combine this method with the HLCC based method to construct a new method for general rigid motion called separative estimation and collective correction method. Furthermore, we present numerical simulation results to show the accuracy and robustness of our approach.

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